AI remedial tutor: fills the gap, then moves on
One-on-one AI tutoring that diagnoses exactly what your child missed, then teaches it until it sticks.
The problem
A student gets stuck on a math problem. The issue isn't the whole topic, it's one earlier concept they never fully grasped. Traditional tutoring is too expensive and too slow to find that hidden gap, so the student keeps falling behind.
What AI makes possible now
AI models now read a photo of handwritten work and pinpoint the exact missing sub-skill. Voice synthesis makes explanations feel calm and patient. Agents generate infinite adaptive practice that never repeats the same pattern. The product does this: a student snaps a photo of a wrong answer, the AI diagnoses the root misunderstanding, teaches it in a short spoken lesson with visuals, then drills until mastery. It quietly checks back days later to stop the forgetting.
How it works
- Student snaps a photo of a problem they got wrong or speaks their confusion.
- AI analyzes the work, identifies the exact missing sub-skill (e.g., not 'fractions' but 'finding a common denominator').
- A short, voice-led lesson explains the concept with visual aids, then asks the student to teach it back.
- AI generates adaptive practice that increases in difficulty and schedules a follow-up quick check 3 days later.
The first thirty days
A web app that accepts photos of math problems for grades 4 through 8. It returns a 3-minute explainer video with AI-generated voiceover and 5 practice problems. No accounts, just a simple upload and learn.
How it earns
Free for 5 remediations a month. Unlimited for $9 per month per family. Schools pay $500 per year per grade level for unlimited use by their students.
Why now
Parents are exhausted by post-pandemic learning gaps and tired of scheduling tutors. AI can now explain a concept, generate endless practice, and speak in a calm voice that doesn't get impatient.
First customers
Parents of 4th to 8th graders who already pay for tutoring but see no progress. Homeschooling parents who hit a wall with math.
The hard part
The hardest part is earning trust that the AI won't teach a wrong concept. A single bad explanation burns the brand. The initial scope must be tight and heavily tested on a narrow set of skills.
Build this with us
We'll build the AI that spots the gap in a photo of a student's mistake, then teaches just that missing link. If you have a network of parents or schools ready to test it, apply to build it with us.